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@inproceedings{DBLP:conf/geomedia/BeetzBG22, author = {Marcel Beetz and Abhirup Banerjee and Vicente Grau}, editor = {Erik J. Bekkers and Jelmer M. Wolterink and Angelica I. Avil{\'{e}}s{-}Rivero}, title = {Reconstructing 3D Cardiac Anatomies from Misaligned Multi-View Magnetic Resonance Images with Mesh Deformation U-Nets}, booktitle = {Geometric Deep Learning in Medical Image Analysis, 18 November 2022, Amsterdam, The Netherlands}, series = {Proceedings of Machine Learning Research}, volume = {194}, pages = {3--14}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v194/beetz22a.html}, timestamp = {Mon, 04 Dec 2023 12:11:03 +0100}, biburl = {https://dblp.org/rec/conf/geomedia/BeetzBG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/geomedia/BekkersWA22, author = {Erik J. Bekkers and Jelmer M. Wolterink and Angelica I. Avil{\'{e}}s{-}Rivero}, editor = {Erik J. Bekkers and Jelmer M. Wolterink and Angelica I. Avil{\'{e}}s{-}Rivero}, title = {Preface}, booktitle = {Geometric Deep Learning in Medical Image Analysis, 18 November 2022, Amsterdam, The Netherlands}, series = {Proceedings of Machine Learning Research}, volume = {194}, pages = {1--2}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v194/bekkers22a.html}, timestamp = {Mon, 04 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/geomedia/BekkersWA22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/geomedia/KassamTRTM22, author = {Jad Kassam and Florian Thamm and Leonhard Rist and Oliver Taubmann and Andreas K. Maier}, editor = {Erik J. Bekkers and Jelmer M. Wolterink and Angelica I. Avil{\'{e}}s{-}Rivero}, title = {Detecting Large Vessel Occlusions using Graph Deep Learning}, booktitle = {Geometric Deep Learning in Medical Image Analysis, 18 November 2022, Amsterdam, The Netherlands}, series = {Proceedings of Machine Learning Research}, volume = {194}, pages = {149--159}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v194/kassam22a.html}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/geomedia/KassamTRTM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/geomedia/LiuLBED22, author = {Renfei Liu and Fran{\c{c}}ois Lauze and Erik J. Bekkers and Kenny Erleben and Sune Darkner}, editor = {Erik J. Bekkers and Jelmer M. Wolterink and Angelica I. Avil{\'{e}}s{-}Rivero}, title = {Group Convolutional Neural Networks for {DWI} Segmentation}, booktitle = {Geometric Deep Learning in Medical Image Analysis, 18 November 2022, Amsterdam, The Netherlands}, series = {Proceedings of Machine Learning Research}, volume = {194}, pages = {96--106}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v194/liu22a.html}, timestamp = {Mon, 04 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/geomedia/LiuLBED22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/geomedia/LizarragaNDJ22, author = {Andrew Lizarraga and Katherine L. Narr and Kirsten A. Donald and Shantanu H. Joshi}, editor = {Erik J. Bekkers and Jelmer M. Wolterink and Angelica I. Avil{\'{e}}s{-}Rivero}, title = {StreamNet: {A} {WAE} for White Matter Streamline Analysis}, booktitle = {Geometric Deep Learning in Medical Image Analysis, 18 November 2022, Amsterdam, The Netherlands}, series = {Proceedings of Machine Learning Research}, volume = {194}, pages = {172--182}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v194/lizarraga22a.html}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/geomedia/LizarragaNDJ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/geomedia/MayerBAT22, author = {Julius Mayer and Daniel Baum and Felix Ambellan and Christoph von Tycowicz}, editor = {Erik J. Bekkers and Jelmer M. Wolterink and Angelica I. Avil{\'{e}}s{-}Rivero}, title = {A Soft-Correspondence Approach to Shape-based Disease Grading with Graph Convolutional Networks}, booktitle = {Geometric Deep Learning in Medical Image Analysis, 18 November 2022, Amsterdam, The Netherlands}, series = {Proceedings of Machine Learning Research}, volume = {194}, pages = {85--95}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v194/mayer22a.html}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/geomedia/MayerBAT22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/geomedia/PinaV22, author = {Oscar Pina and Ver{\'{o}}nica Vilaplana}, editor = {Erik J. Bekkers and Jelmer M. Wolterink and Angelica I. Avil{\'{e}}s{-}Rivero}, title = {Self-supervised graph representations of WSIs}, booktitle = {Geometric Deep Learning in Medical Image Analysis, 18 November 2022, Amsterdam, The Netherlands}, series = {Proceedings of Machine Learning Research}, volume = {194}, pages = {107--117}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v194/pina22a.html}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/geomedia/PinaV22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/geomedia/PrabhakarSLPSAK22, author = {Chinmay Prabhakar and Anjany Sekuboyina and Hongwei Bran Li and Johannes C. Paetzold and Suprosanna Shit and Tamaz Amiranashvili and Jens Kleesiek and Bjoern H. Menze}, editor = {Erik J. Bekkers and Jelmer M. Wolterink and Angelica I. Avil{\'{e}}s{-}Rivero}, title = {Structured Knowledge Graphs for Classifying Unseen Patterns in Radiographs}, booktitle = {Geometric Deep Learning in Medical Image Analysis, 18 November 2022, Amsterdam, The Netherlands}, series = {Proceedings of Machine Learning Research}, volume = {194}, pages = {45--60}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v194/prabhakar22a.html}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/geomedia/PrabhakarSLPSAK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/geomedia/ReddyRSJPBKSCBT22, author = {Ramya Reddy and Ram Reddy and Cyril Sharma and Christopher R. Jackson and Scott Palisoul and Rachael Barney and Fred Kolling and Lucas A. Salas and Brock C. Christensen and Gabriel Brooks and Gregory Tsongalis and Louis J. Vaickus and Joshua J. Levy}, editor = {Erik J. Bekkers and Jelmer M. Wolterink and Angelica I. Avil{\'{e}}s{-}Rivero}, title = {Graph Neural Networks Ameliorate Potential Impacts of Imprecise Large-Scale Autonomous Immunofluorescence Labeling of Immune Cells on Whole Slide Images}, booktitle = {Geometric Deep Learning in Medical Image Analysis, 18 November 2022, Amsterdam, The Netherlands}, series = {Proceedings of Machine Learning Research}, volume = {194}, pages = {15--33}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v194/reddy22a.html}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/geomedia/ReddyRSJPBKSCBT22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/geomedia/RygielZK22, author = {Patryk Rygiel and Maciej Zieba and Tomasz K. Konopczynski}, editor = {Erik J. Bekkers and Jelmer M. Wolterink and Angelica I. Avil{\'{e}}s{-}Rivero}, title = {Eigenvector Grouping for Point Cloud Vessel Labeling}, booktitle = {Geometric Deep Learning in Medical Image Analysis, 18 November 2022, Amsterdam, The Netherlands}, series = {Proceedings of Machine Learning Research}, volume = {194}, pages = {72--84}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v194/rygiel22a.html}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/geomedia/RygielZK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/geomedia/ShehataBG22, author = {Nairouz Shehata and Wulfie Bain and Ben Glocker}, editor = {Erik J. Bekkers and Jelmer M. Wolterink and Angelica I. Avil{\'{e}}s{-}Rivero}, title = {A Comparative Study of Graph Neural Networks for Shape Classification in Neuroimaging}, booktitle = {Geometric Deep Learning in Medical Image Analysis, 18 November 2022, Amsterdam, The Netherlands}, series = {Proceedings of Machine Learning Research}, volume = {194}, pages = {160--171}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v194/shehata22a.html}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/geomedia/ShehataBG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/geomedia/SobischBCS22, author = {Jannik Sobisch and Ziga Bizjak and Aichi Chien and Ziga Spiclin}, editor = {Erik J. Bekkers and Jelmer M. Wolterink and Angelica I. Avil{\'{e}}s{-}Rivero}, title = {Automated intracranial vessel labeling with learning boosted by vessel connectivity, radii and spatial context}, booktitle = {Geometric Deep Learning in Medical Image Analysis, 18 November 2022, Amsterdam, The Netherlands}, series = {Proceedings of Machine Learning Research}, volume = {194}, pages = {34--44}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v194/sobisch22a.html}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/geomedia/SobischBCS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/geomedia/SulimanWFR22, author = {Mohamed A. Suliman and Logan Z. J. Williams and Abdulah Fawaz and Emma C. Robinson}, editor = {Erik J. Bekkers and Jelmer M. Wolterink and Angelica I. Avil{\'{e}}s{-}Rivero}, title = {GeoMorph: Geometric Deep Learning for Cortical Surface Registration}, booktitle = {Geometric Deep Learning in Medical Image Analysis, 18 November 2022, Amsterdam, The Netherlands}, series = {Proceedings of Machine Learning Research}, volume = {194}, pages = {118--129}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v194/suliman22a.html}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/geomedia/SulimanWFR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/geomedia/WeihsbachHH22, author = {Christian Weihsbach and Lasse Hansen and Mattias P. Heinrich}, editor = {Erik J. Bekkers and Jelmer M. Wolterink and Angelica I. Avil{\'{e}}s{-}Rivero}, title = {XEdgeConv: Leveraging graph convolutions for efficient, permutation- and rotation-invariant dense 3D medical image segmentation}, booktitle = {Geometric Deep Learning in Medical Image Analysis, 18 November 2022, Amsterdam, The Netherlands}, series = {Proceedings of Machine Learning Research}, volume = {194}, pages = {61--71}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v194/weihsbach22a.html}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/geomedia/WeihsbachHH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/geomedia/YangDM22, author = {Yilong Yang and Srinandan Dasmahapatra and Sasan Mahmoodi}, editor = {Erik J. Bekkers and Jelmer M. Wolterink and Angelica I. Avil{\'{e}}s{-}Rivero}, title = {Scale-Equivariant UNet for Histopathology Image Segmentation}, booktitle = {Geometric Deep Learning in Medical Image Analysis, 18 November 2022, Amsterdam, The Netherlands}, series = {Proceedings of Machine Learning Research}, volume = {194}, pages = {130--148}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v194/yang22a.html}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/geomedia/YangDM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/geomedia/2022, editor = {Erik J. Bekkers and Jelmer M. Wolterink and Angelica I. Avil{\'{e}}s{-}Rivero}, title = {Geometric Deep Learning in Medical Image Analysis, 18 November 2022, Amsterdam, The Netherlands}, series = {Proceedings of Machine Learning Research}, volume = {194}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v194/}, timestamp = {Mon, 04 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/geomedia/2022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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